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configs/experiment/xlsr_conformertcm_multiview_large_corpus_conf-2.yaml
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# @package _global_ | ||
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# to execute this experiment run: | ||
# python train.py experiment=example | ||
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defaults: | ||
- override /data: normal_largecorpus_multiview_cnsl | ||
- override /model: xlsr_conformertcm_baseline_multiview | ||
- override /callbacks: default_loss | ||
- override /trainer: default | ||
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# all parameters below will be merged with parameters from default configurations set above | ||
# this allows you to overwrite only specified parameters | ||
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tags: ["normal_largecorpus_multiview_cnsl", "xlsr_conformertcm_baseline_multiview"] | ||
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seed: 1234 | ||
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trainer: | ||
max_epochs: 100 | ||
gradient_clip_val: 0.0 | ||
accelerator: cuda | ||
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model: | ||
optimizer: | ||
lr: 0.000001 | ||
weight_decay: 0.0001 | ||
net: null | ||
scheduler: null | ||
compile: true | ||
cross_entropy_weight: [0.7, 0.3] # Balanced weights for cross entropy loss | ||
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data: | ||
batch_size: 14 | ||
num_workers: 8 | ||
pin_memory: true | ||
args: | ||
augmentation_methods: ["RawBoost12", 'RawBoost12', 'RawBoostFull', "pitch_1", "volume_10", "speed_01", "none"] # "none" is the original data | ||
padding_type: repeat | ||
random_start: True | ||
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logger: | ||
wandb: | ||
tags: ${tags} | ||
group: "normal_largecorpus_multiview_cnsl" | ||
aim: | ||
experiment: "normal_largecorpus_multiview_cnsl" |
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